Explainable Artificial Intelligence First World Conference, xAI 2023, Lisbon, Portugal, July 26–28, 2023, Proceedings, Part I /
This three-volume set constitutes the refereed proceedings of the First World Conference on Explainable Artificial Intelligence, xAI 2023, held in Lisbon, Portugal, in July 2023. The 94 papers presented were thoroughly reviewed and selected from the 220 qualified submissions. They are organized in t...
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| Формат: | Электронный ресурс eКнига |
| Язык: | английский |
| Опубликовано: |
Cham :
Springer Nature Switzerland : Imprint: Springer,
2023.
|
| Редактирование: | 1st ed. 2023. |
| Серии: | Communications in Computer and Information Science,
1901 |
| Предметы: | |
| Online-ссылка: | https://doi.org/10.1007/978-3-031-44064-9 |
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| 245 | 1 | 0 | |a Explainable Artificial Intelligence |h [electronic resource] : |b First World Conference, xAI 2023, Lisbon, Portugal, July 26–28, 2023, Proceedings, Part I / |c edited by Luca Longo. |
| 250 | |a 1st ed. 2023. | ||
| 264 | 1 | |a Cham : |b Springer Nature Switzerland : |b Imprint: Springer, |c 2023. | |
| 300 | |a 1 online resource (XXV, 692 p. 198 illus.). |b 158 illus. in color. | ||
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| 490 | 1 | |a Communications in Computer and Information Science, |x 1865-0937 ; |v 1901 | |
| 505 | 0 | |a Interdisciplinary perspectives, approaches and strategies for xAI -- Model-agnostic explanations, methods and techniques for xAI, Causality and Explainable AI -- Explainable AI in Finance, cybersecurity, health-care and biomedicine. | |
| 520 | |a This three-volume set constitutes the refereed proceedings of the First World Conference on Explainable Artificial Intelligence, xAI 2023, held in Lisbon, Portugal, in July 2023. The 94 papers presented were thoroughly reviewed and selected from the 220 qualified submissions. They are organized in the following topical sections: Part I: Interdisciplinary perspectives, approaches and strategies for xAI; Model-agnostic explanations, methods and techniques for xAI, Causality and Explainable AI; Explainable AI in Finance, cybersecurity, health-care and biomedicine. Part II: Surveys, benchmarks, visual representations and applications for xAI; xAI for decision-making and human-AI collaboration, for Machine Learning on Graphs with Ontologies and Graph Neural Networks; Actionable eXplainable AI, Semantics and explainability, and Explanations for Advice-Giving Systems. Part III: xAI for time series and Natural Language Processing; Human-centered explanations and xAI for Trustworthy and Responsible AI; Explainable and Interpretable AI with Argumentation, Representational Learning and concept extraction for xAI. | ||
| 588 | |a Print version record. | ||
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| 650 | 1 | 4 | |a Artificial Intelligence. |
| 650 | 2 | 4 | |a Natural Language Processing (NLP). |
| 650 | 2 | 4 | |a Computer and Information Systems Applications. |
| 650 | 2 | 4 | |a Computer Communication Networks. |
| 700 | 1 | |a Longo, Luca. |e editor. |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
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| 950 | |a Springer Nature Proceedings Computer Science (SpringerNature-85344) | ||